
% Table generated with cell2latex.m  on  13-Jan-2022 02:41:27

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\caption{RD Estimates of Platform Pop-Up Effects - 2017\label{tab:RDpopup2017}}
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 &\multicolumn{1}{c}{(1)} &\multicolumn{1}{c}{(2)} &\multicolumn{1}{c}{(3)} &\multicolumn{1}{c}{(4)} &\multicolumn{1}{c}{(5)}\\
Risky cutoff&\multicolumn{2}{c}{Pooled} &\multicolumn{1}{c}{0.3} &\multicolumn{1}{c}{0.5} &\multicolumn{1}{c}{0.7}\\\cline{2-3}
 &\multicolumn{1}{c}{} &\multicolumn{1}{c}{IV} &\multicolumn{1}{c}{} &\multicolumn{1}{c}{} &\multicolumn{1}{c}{}\\\midrule

Any modification  & 0.237 &  & 0.107 & 0.352 & 0.137 \\ 
  & (0.059) &  & (0.112) & (0.086) & (0.140) \\ 
Add any  & 0.192 &  & 0.024 & 0.321 & 0.132 \\ 
  & (0.056) &  & (0.101) & (0.084) & (0.135) \\ 
Schools Added  & 0.428 & 2.225 & 0.109 & 0.651 & 0.394 \\ 
  & (0.174) & (0.739) & (0.350) & (0.214) & (0.322) \\ 
$\Delta$ Risk  & -0.060 & -0.313 & -0.003 & -0.103 & -0.046 \\ 
  & (0.024) & (0.099) & (0.039) & (0.038) & (0.051) \\ 
Placed to preference  & 0.120 & 0.624 & -0.014 & 0.210 & -0.003 \\ 
  & (0.058) & (0.314) & (0.098) & (0.077) & (0.155) \\ 
   &   &   &   &   &   \\ 
NL  & 671 & 671 & 187 & 354 & 130 \\ 
%  &  &  &  &  &  \\ 
NR  & 647 & 647 & 194 & 334 & 119 \\ 
%  &  &  &  &  &  \\ 
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\floatfoot{\footnotesize
\textit{Notes. }Local linear RD estimates of pop-up effects from warning pop-up on application platform. Computed using triangular kernel with bandwidth 0.1. Heteroskedasticity-robust nearest neighbor variance estimator with minimum of 3 neighbors reported in parentheses; computed as in \citet{calonico2014robust}. We report estimates in the pooled sample and for each different risky cutoff definition. IV (column 2) shows the instrumental variable specifications, where the endogenous regressor is the add any school indicator. 
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